Updated RDP taxonomy and RDP Classifier for more accurate taxonomic classification
Qiong Wang, James R. Cole
Abstract
The RDP Classifier is one of the most popular machine learning approaches for taxonomic classification due to its robustness and relatively high accuracy. Both the RDP taxonomy and RDP Classifier have been updated to incorporate newly described taxa and recent changes to prokaryotic nomenclature.
Topics & Concepts
Classifier (UML)Artificial intelligenceTaxonomy (biology)Biological classificationMachine learningTaxonComputer scienceNomenclatureRobustness (evolution)Pattern recognition (psychology)BiologyEcologyEvolutionary biologyBiochemistryGeneGenomics and Phylogenetic StudiesIdentification and Quantification in FoodMicrobial Community Ecology and Physiology